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dba

DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep-model-watermarking

deepipr

This is the code repo of our NeurIPS2019 work that proposes novel passport-based DNN ownership verification schemes, i.e. we embed passport layer into various deep learning architectures (e.g. AlexNet, ResNet) for Intellectual Property Right (IPR) protection.

devign

Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks

devign-1

eeglearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

eeglearn-pytorch

eicu_benchmark

entry-name

extended-simgnn-with-lsh

A PyTorch Geometric implementation of an extended SimGNN version, coupled with a Locality Sensitive Hashing module.

fakegradient

This is the repo for our paper "Fake Gradient: A Security and Privacy Protection Framework for DNN-based Image Classification"

fcdetector

Functional clone detection(currently maintained version)

few-shot-gnn

funded_nisl

FUNDED is a novel learning framework for building vulnerability detection models.

gradcam_plus_plus-pytorch

A Simple pytorch implementation of GradCAM and GradCAM++

graph-based-code-modelling

Code for "Generative Code Modeling with Graphs" (ICLR'19)

graph-matching-networks

PyTorch implementation of Graph Matching Networks for Learning the Similarity of Graph Structured Objects.

graphembedding

Implementation and experiments of graph embedding algorithms.

graphmatch_clone

Code and data for paper "Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree".

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

graphsfewshot

Few Shot Learning on Graphs

hackingneuralnetworks

A small course on exploiting and defending neural networks

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】

hidden-trigger-backdoor-attacks

Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"

hithesis

嗨！thesis！哈尔滨工业大学毕业论文LaTeX模板

hithesis-alpha

hithesis-alpha是在hithesis的基础上进行的改编尝试，尝试添加开题/中期报告样式。

hst.953-aki-prediction

Investigating the relationship between mean arterial pressure and acute kidney injury in septic patients using the MIMIC-III Database. MIT HST.953 Fall 2016 Final Project.

i-bau

Official Implementation of ICLR 2022 paper, ``Adversarial Unlearning of Backdoors via Implicit Hypergradient''